This is a multidisciplinary group with a strong background in applied and methodological Data Science research. Our research is fundamentally developed in statistical processes and is specially powerful in both data modeling and experimental designs, including active learning.
These are the main research lines:
• Experimental designs
• Statistical modeling
• Active learning
• Natural language processing and Sentiment analysis
• Complex networks: data mining and dynamics
• Optimization of energy-efficient engineering solutions
• Fractional Integration time series and Long Memory Processes
• Optimization algorithms and machine learning techniques
• Psychometry
Cía Mina, Álvaro
Líneas de investigación:
· Experimental design
· Statistical modeling
· Active learning
Gamero Salinas, Juan Carlos
PhD
Líneas de investigación:
· Experimental design
· Statistical modeling
· Thermal comfort & energy savings
López Fidalgo, Jesús
PhD
Web personal
Web personal (2)
Líneas de investigación:
· Experimental design
· Statistical modeling
· Active learning
Miranda Galcerán, Montserrat
PhD
Líneas de investigación:
· Sistemas complejos
· Logística e investigación operativa
· Física Aplicada
Líneas de investigación:
· Times series
· Fractional Integration
· Long Memory Processes
Martínez Villar, Martín
PhD
Líneas de investigación:
· Neurology modeling
· Psychometry
· Motor control
Rodríguez Carreño, Ignacio
PhD
Web personal
Líneas de investigación:
· Signal processing
· Econometrics
· Optimization algorithms and machine learning techniques
Viles Díez, Elisabeth
PhD
Líneas de investigación:
· Improvement of organizations processes using Statiscal models and Statiscal learning
Aznárez Sanado, Maite
PhD
Líneas de investigación:
· Experimental design
· Functional magnetic resonance imaging
· Data analysis
· Psychometry
De la Calle Arroyo, Carlos
PhD
Líneas de investigación:
• Experimental designs
• Statistical modeling
• Optimization algorithms and machine learning techniques
Fernández Tebar, Juan José
Líneas de investigación:
· Dynamic pricing
· Clustering / Segmentation
· Recommendation systems
Garcia Montiel, Conrado
“Multi-product dynamic pricing strategies with unlimited inventories”
Leiva Murillo, Jose M.
PhD
Líneas de investigación:
· Advanced portfolio optimization techniques
· Advanced pricing methods based on Machine Learning and Reinforcement Learning
